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Toxicoproteomics, from finding molecular targets to evaluating the impact on human health
Linköping University, Department of Biomedical and Clinical Sciences, Division of Cell Biology. Linköping University, Faculty of Medicine and Health Sciences.
2023 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

The exposome refers to all exposures, including exposures to chemicals, that an individual may encounter over the whole life, from conception to death, that influence the individual’s health. To date, over 200,000 chemicals have been registered under the legislative framework of the European Union. Exposomics studies have revealed that individuals are exposed to chemical mixtures consisting of hundreds of compounds simultaneously. The risks to human health posed by many of these chemicals and chemical mixtures are still unknown and require evaluation. Traditional methods for assessing chemicals and chemical mixtures have been inadequate in addressing the increasing number of potentially toxic compounds in the environment. Current high-throughput toxicology methods, which involve the application of batteries of in vitro bioassays, can reduce the time and costs of analysis. However, these methods evaluate the impact on well-established pathways that have already been identified as being affected by exposure, making it difficult to discover new modes of action. The goal of this thesis is to provide a method to unravel the targets of chemicals for a better understanding of the mechanisms of action of chemicals and chemical mixtures under the scenario of the exposome. The proteome integral solubility alteration (PISA) assay is a proteome-wide approach for drug-target identification. However, implementing the PISA assay to address toxicological challenges requires different experimental considerations from chemical properties and toxicology principles. Moreover, it is necessary to translate the data from target identification to an understanding of the potential impact on human health. Therefore, three steps were followed to implement the PISA method in the field of toxicology: i) experimental considerations of the method for toxicology and chemical assessment purposes, ii) analysis of the method capability in the field of toxicology, and iii) development of pipelines from the target identification to the understanding of potential impact on human health. The results showed the capability of the PISA assay to identify the protein targets of single chemicals and chemical mixtures, extending, in an unbiased manner, the list of evaluated biological pathways in current available methodologies. The approach presented here reduces the time and cost associated with experimental and data analysis work, which could aid in the chemical risk assessment process in the context of the exposome.

Place, publisher, year, edition, pages
Linköping: Linköping University Electronic Press, 2023. , p. 64
Series
Linköping University Medical Dissertations, ISSN 0345-0082 ; 1854
Keywords [en]
Exposome, Chemical risk assessment, Toxicoproteomics, Proteome integral solubility alteration
National Category
Pharmacology and Toxicology
Identifiers
URN: urn:nbn:se:liu:diva-194117DOI: 10.3384/9789180751735ISBN: 9789180751728 (print)ISBN: 9789180751735 (electronic)OAI: oai:DiVA.org:liu-194117DiVA, id: diva2:1759535
Public defence
2023-08-31, Hasselquistsalen, Building 511, Campus US, Linköping, 09:00 (English)
Opponent
Supervisors
Available from: 2023-05-26 Created: 2023-05-26 Last updated: 2023-05-29Bibliographically approved
List of papers
1. Nonionic Surfactants can Modify the Thermal Stability of Globular and Membrane Proteins Interfering with the Thermal Proteome Profiling Principles to Identify Protein Targets
Open this publication in new window or tab >>Nonionic Surfactants can Modify the Thermal Stability of Globular and Membrane Proteins Interfering with the Thermal Proteome Profiling Principles to Identify Protein Targets
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2023 (English)In: Analytical Chemistry, ISSN 0003-2700, E-ISSN 1520-6882, Vol. 95, no 8, p. 4033-4042Article in journal (Refereed) Published
Abstract [en]

The membrane proteins are essential targets for understanding cellular function. The unbiased identification of membrane protein targets is still the bottleneck for a system-level understanding of cellular response to stimuli or perturbations. It has been suggested to enrich the soluble proteome with membrane proteins by introducing nonionic surfactants in the solubilization solution. This strategy aimed to simultaneously identify the globular and membrane protein targets by thermal proteome profiling principles. However, the thermal shift assay would surpass the cloud point temperature from the nonionic surfactants frequently utilized for membrane protein solubilization. It is expected that around the cloud point temperature, the surfactant micelles would suffer structural modifications altering protein solubility. Here, we show that the presence of nonionic surfactants can alter protein thermal stability from a mixed, globular, and membrane proteome. In the presence of surfactant micelles, the changes in protein solubility analyzed after the thermal shift assay was affected by the thermally dependent modification of the micellar size and its interaction with proteins. We demonstrate that the introduction of nonionic surfactants for the solubilization of membrane proteins is not compatible with the principles of target identification by thermal proteome profiling methodologies. Our results lead to exploring thermally independent strategies for membrane protein solubilization to assure confident membrane protein target identification. The proteome-wide thermal shift methods have already shown their capability to elucidate mechanisms of action from pharma, biomedicine, analytical chemistry, or toxicology, and finding strategies, free from surfactants, to identify membrane protein targets would be the next challenge.

Place, publisher, year, edition, pages
AMER CHEMICAL SOC, 2023
National Category
Biophysics
Identifiers
urn:nbn:se:liu:diva-192167 (URN)10.1021/acs.analchem.2c04500 (DOI)000933151400001 ()36779864 (PubMedID)
Note

Funding Agencies|ERA-NET Marine Biotechnology project CYANOBESITY; FORMAS, Sweden [2016-02004]; European Union [825489]; IKERBASQUE, Basque Foundation for Science; Basque Government Research Grant [IT-971-16, IT-476-22]; Magnus Bergvalls Foundations; VINNOVA [2021-04909]; World Bank counterpart-University of Costa Rica [OAICE-75-2017]

Available from: 2023-03-07 Created: 2023-03-07 Last updated: 2023-05-26
2. Systematic analysis of chemical-protein interactions from zebrafish embryo by proteome-wide thermal shift assay, bridging the gap between molecular interactions and toxicity pathways
Open this publication in new window or tab >>Systematic analysis of chemical-protein interactions from zebrafish embryo by proteome-wide thermal shift assay, bridging the gap between molecular interactions and toxicity pathways
2021 (English)In: Journal of Proteomics, ISSN 1874-3919, E-ISSN 1876-7737, Vol. 249, article id 104382Article in journal (Refereed) Published
Abstract [en]

The molecular interaction between chemicals and proteins often promotes alteration of cellular function. One of the challenges of the toxicology is to predict the impact of exposure to chemicals. Assessing the impact of exposure implies to understand their mechanism of actions starting from identification of specific protein targets of the interaction. Current methods can mainly predict effects of characterized chemicals with knowledge of its targets, and mechanism of actions. Here, we show that proteome-wide thermal shift methods can identify chemical-protein interactions and the protein targets from bioactive chemicals. We analyzed the identified targets from a soluble proteome extracted from zebrafish embryo, that is a model system for toxicology. To evaluate the utility to predict mechanism of actions, we discussed the applicability in four cases: single chemicals, chemical mixtures, novel chemicals, and novel drugs. Our results showed that this methodology could identify the protein targets, discriminate between protein increasing and decreasing in solubility, and offering additional data to complement the map of intertwined mechanism of actions. We anticipate that the proteome integral solubility alteration (PISA) assay, as it is defined here for the unbiased identification of protein targets of chemicals could bridge the gap between molecular interactions and toxicity pathways. Significance: One of the challenges of the environmental toxicology is to predict the impact of exposure to chemicals on environment and human health. Our phenotype should be explained by our genotype and the environmental exposure. Genomic methodologies can offer a deep analysis of human genome that alone cannot explain our risks of disease. We are starting to understand the key role of exposure to chemicals on our health and risks of disease. Here, we present a proteomic-based method for the identification of soluble proteins interacting with chemicals in zebrafish embryo and discuss the opportunities to complement the map of toxicity pathway perturbations. We anticipate that this PISA assay could bridge the gap between molecular interactions and toxicity pathways.

Place, publisher, year, edition, pages
Elsevier, 2021
Keywords
Proteome integral solubility alteration assay; Thermal proteome profiling; Zebrafish embryo; Chemical mixtures; Drug target; Biodiscovery; Bioactive compound; Pollutants; Target prediction
National Category
Bioinformatics and Systems Biology
Identifiers
urn:nbn:se:liu:diva-180355 (URN)10.1016/j.jprot.2021.104382 (DOI)000703529700005 ()34555547 (PubMedID)
Note

Funding Agencies|ERA-NET Marine Biotechnology project CYANOBESITY from FORMAS, Sweden [2016-02004]; project GOLIATH from the European Unions Horizon 2020 research and innovation programme [825489]; IKER-BASQUE, Basque Foundation for Science [BOPV170311]; Basque GovernmentBasque Government [IT-971-16]; World Bank counterpart-University of Costa Rica [OAICE-75-2017]

Available from: 2021-10-18 Created: 2021-10-18 Last updated: 2023-05-26
3. Prediction of Molecular Initiating Events for Adverse Outcome Pathways Using High-Throughput Identification of Chemical Targets
Open this publication in new window or tab >>Prediction of Molecular Initiating Events for Adverse Outcome Pathways Using High-Throughput Identification of Chemical Targets
2023 (English)In: Toxics, E-ISSN 2305-6304, Vol. 11, no 2, article id 189Article in journal (Refereed) Published
Abstract [en]

The impact of exposure to multiple chemicals raises concerns for human and environmental health. The adverse outcome pathway method offers a framework to support mechanism-based assessment in environmental health starting by describing which mechanisms are triggered upon interaction with different stressors. The identification of the molecular initiating event and the molecular interaction between a chemical and a protein target is still a challenge for the development of adverse outcome pathways. The cellular response to chemical exposure studied with omics could not directly identify the protein targets. However, recent mass spectrometry-based methods are offering a proteome-wide identification of protein targets interacting with s but unrevealing a molecular initiating event from a set of targets is still dependent on available knowledge. Here, we directly coupled the target identification findings from the proteome integral solubility alteration assay with an analytical hierarchy process for the prediction of a prioritized molecular initiating event. We demonstrate the applicability of this combination of methodologies with a test compound (TCDD), and it could be further studied and integrated into AOPs. From the eight protein targets identified by the proteome integral solubility alteration assay after analyzing 2824 human hepatic proteins, the analytical hierarchy process can select the most suitable protein for an AOP. Our combined method solves the missing links between high-throughput target identification and prediction of the molecular initiating event. We anticipate its utility to decipher new molecular initiating events and support more sustainable methodologies to gain time and resources in chemical assessment.

Place, publisher, year, edition, pages
MDPI, 2023
Keywords
molecular initiating event; adverse outcome pathway; chemical target; proteome integral solubility alteration assay; thermal proteome profiling; predictive toxicology; multi-criteria decision-making analysis; analytic hierarchy process; TCDD
National Category
Biochemistry and Molecular Biology
Identifiers
urn:nbn:se:liu:diva-192698 (URN)10.3390/toxics11020189 (DOI)000939991800001 ()36851063 (PubMedID)
Available from: 2023-03-29 Created: 2023-03-29 Last updated: 2023-06-14

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